Hard filters still run before ranking controls
Merchandising controls
Tune recommendation pressure without giving up determinism.
Audit pins, boosts and exclusions against product demand, stale catalog references, stalled products and invisible SKUs before changing a live finder.
What this unlocks
Pin, boost and exclude audit
Product demand lanes
Stale-control detection
Copyable merchandising packet
Why it matters
Built for the real MVP, not imaginary enterprise complexity.
AI explanations do not choose products
Winners and stalled products are separated before merchants add pressure
Related platform areas
Keep exploring.
Product catalog
A clean product truth layer for every guided experience.
Upload a CSV or manage products manually, then enrich each item with the categories, tags, features, buyer needs and links Sellentum needs to make reliable recommendations.
ExploreCatalog pipeline
Govern imports, enrichment and downstream catalog consumers.
Sellentum tracks CSV contracts, manual product edits, AI enrichment, semantic readiness, field coverage, downstream experiences and telemetry feedback in one catalog pipeline center.
ExploreAvailability Guard
Keep unavailable products out of every recommendation path.
Sellentum checks active product state, Buy Now URLs, imagery, merchandising overrides, configurator product links and analytics references before products reach shoppers.
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